# Introduction:
Department

Here are preliminary results of the bibliometric mapping of the 2022 Luxembourg research evaluation. Its purpose is:

The method for the research-field-mapping can be reiviewed here:

Rakas, M., & Hain, D. S. (2019). The state of innovation system research: What happens beneath the surface?. Research Policy, 48(9), 103787.

Seed Articles

The seed articles deemed representative for the active areas of research in the institution, and include authors affiliated with the institution. They can be selected in three ways:

  1. Via bibliographic clustering of the institutions publications and selection of most central articles per cluster (only clsuters where n >= 0.05N). Selection can be found at https://github.com/daniel-hain/biblio_lux_2022/blob/master/output/seed/scopus_liser_lc_seed.csv
  2. Manual selection of relevant publications.
  3. A combination of 1. and 2.

The present analysis is based on the following seed articles:

AU PY TI JI
MUSSARD S;ALPERIN MNP 2021 SOCIO-ECONOMIC HEALTH INEQUALITY INDICES: A FUZZY APPROACH APPLIED TO EUROPEAN COUNTRIES ANALYSIS OF SOCIO-ECONOMIC …
FUSCO A;ISLAM N 2020 HOUSEHOLD SIZE AND POVERTY RES. ECON. INEQUAL.
CUADRADO C;DUNSTAN J;SILVA-… 2020 EFFECTS OF A SUGAR-SWEETENED BEVERAGE TAX ON PRICES AND AFFORDABILITY OF SOFT DRINKS IN CHILE: A … SOC. SCI. MED.
VALENTOVA M 2016 GENERATION AND THE PROPENSITY OF LONG CAREER INTERRUPTIONS DUE TO CHILDCARE UNDER DIFFERENT FAMIL… INT. SOCIOL.
GUIO AC;MARLIER E;GORDON D;… 2016 IMPROVING THE MEASUREMENT OF MATERIAL DEPRIVATION AT THE EUROPEAN UNION LEVEL J. EUR. SOC. POLICY
SELEZNEVA E;VAN KERM P 2016 A DISTRIBUTION-SENSITIVE EXAMINATION OF THE GENDER WAGE GAP IN GERMANY J. ECON. INEQUAL.

General Overview over articles

Main Indicators: Publications, Authors, Countries (Tabular)

## 
## 
## MAIN INFORMATION ABOUT DATA
## 
##  Timespan                              2016 : 2021 
##  Sources (Journals, Books, etc)        2121 
##  Documents                             6197 
##  Average years from publication        3.46 
##  Average citations per documents       15.33 
##  Average citations per year per doc    3.134 
##  References                            258619 
##  
## DOCUMENT TYPES                     
##  article               5595 
##  book                  15 
##  book chapter          100 
##  conference paper      153 
##  data paper            7 
##  editorial             11 
##  letter                3 
##  note                  15 
##  retracted             1 
##  review                293 
##  short survey          4 
##  
## DOCUMENT CONTENTS
##  Keywords Plus (ID)                    11614 
##  Author's Keywords (DE)                12946 
##  
## AUTHORS
##  Authors                               19084 
##  Author Appearances                    25693 
##  Authors of single-authored documents  900 
##  Authors of multi-authored documents   18184 
##  
## AUTHORS COLLABORATION
##  Single-authored documents             976 
##  Documents per Author                  0.325 
##  Authors per Document                  3.08 
##  Co-Authors per Documents              4.15 
##  Collaboration Index                   3.48 
##  
## 
## Annual Scientific Production
## 
##  Year    Articles
##     2016      921
##     2017     1065
##     2018     1083
##     2019     1045
##     2020     1049
##     2021     1034
## 
## Annual Percentage Growth Rate 2.341595 
## 
## 
## Most Productive Authors
## 
##    Authors        Articles Authors        Articles Fractionalized
## 1      WANG Y           29    WANG Y                         8.10
## 2      SUHRCKE M        26    BETTI G                        7.75
## 3      POPKIN BM        23    POWELL LM                      6.39
## 4      LI Y             22    SUHRCKE M                      6.10
## 5      TAILLIE LS       22    OLIVERA J                      5.92
## 6      POWELL LM        20    POPKIN BM                      5.72
## 7      ZHANG Y          20    ZHANG Y                        5.38
## 8      LIU Y            19    FLEURBAEY M                    5.23
## 9      BETTI G          18    FERRAGINA E                    5.17
## 10     NG SW            18    VALENTOVA M                    5.08
## 
## 
## Top manuscripts per citations
## 
##                                 Paper                                    DOI   TC TCperYear   NTC
## 1  AFSHIN A, 2017, NEW ENGL J MED              10.1056/NEJMoa1614362         3062     510.3 129.2
## 2  DI CESARE M, 2016, LANCET                   10.1016/S0140-6736(16)30054-X 2765     395.0  94.5
## 3  DI ANGELANTONIO E, 2016, LANCET             10.1016/S0140-6736(16)30175-1 1111     158.7  38.0
## 4  BLAU FD, 2017, J ECON LIT                   10.1257/jel.20160995           654     109.0  27.6
## 5  ISLAMI F, 2018, CA CANCER J CLIN            10.3322/caac.21440             515     103.0  30.0
## 6  COLCHERO MA, 2016, BMJ (ONLINE)             10.1136/bmj.h6704              493      70.4  16.8
## 7  WARD ZJ, 2019, NEW ENGL J MED               10.1056/NEJMsa1909301          439     109.8  36.1
## 8  LUCA M, 2016, MANAGE SCI                    10.1287/mnsc.2015.2304         411      58.7  14.0
## 9  POPKIN BM, 2016, LANCET DIABETES ENDOCRINOL 10.1016/S2213-8587(15)00419-2  401      57.3  13.7
## 10 BHUPATHIRAJU SN, 2016, CIRC RES             10.1161/CIRCRESAHA.115.306825  392      56.0  13.4
## 
## 
## Corresponding Author's Countries
## 
##           Country Articles   Freq SCP MCP MCP_Ratio
## 1  USA                 886 0.1881 677 209     0.236
## 2  UNITED KINGDOM      544 0.1155 304 240     0.441
## 3  GERMANY             324 0.0688 221 103     0.318
## 4  CHINA               271 0.0575 186  85     0.314
## 5  AUSTRALIA           242 0.0514 157  85     0.351
## 6  ITALY               240 0.0509 175  65     0.271
## 7  SPAIN               200 0.0425 150  50     0.250
## 8  CANADA              165 0.0350 106  59     0.358
## 9  FRANCE              148 0.0314  92  56     0.378
## 10 NETHERLANDS         137 0.0291  73  64     0.467
## 
## 
## SCP: Single Country Publications
## 
## MCP: Multiple Country Publications
## 
## 
## Total Citations per Country
## 
##           Country      Total Citations Average Article Citations
## 1  USA                           20318                     22.93
## 2  UNITED KINGDOM                13133                     24.14
## 3  GERMANY                        4656                     14.37
## 4  AUSTRALIA                      3130                     12.93
## 5  CHINA                          2993                     11.04
## 6  ITALY                          2787                     11.61
## 7  FRANCE                         2681                     18.11
## 8  SPAIN                          2651                     13.26
## 9  CANADA                         2199                     13.33
## 10 NETHERLANDS                    2027                     14.80
## 
## 
## Most Relevant Sources
## 
##                                                       Sources        Articles
## 1  SOCIAL INDICATORS RESEARCH                                             147
## 2  PLOS ONE                                                               115
## 3  INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH       66
## 4  JOURNAL OF ECONOMETRICS                                                 48
## 5  JOURNAL OF EUROPEAN SOCIAL POLICY                                       47
## 6  WORLD DEVELOPMENT                                                       45
## 7  HEALTH ECONOMICS (UNITED KINGDOM)                                       44
## 8  NUTRIENTS                                                               43
## 9  SOCIAL SCIENCE AND MEDICINE                                             43
## 10 BMC PUBLIC HEALTH                                                       40
## 
## 
## Most Relevant Keywords
## 
##    Author Keywords (DE)      Articles Keywords-Plus (ID)     Articles
## 1  OBESITY                        285            FEMALE          2854
## 2  POVERTY                        194            MALE            2695
## 3  INEQUALITY                     169            HUMAN           2243
## 4  GENDER                         151            ADULT           2032
## 5  SUGAR-SWEETENED BEVERAGES      123            HUMANS          1919
## 6  MULTIDIMENSIONAL POVERTY        92            MIDDLE AGED     1745
## 7  BODY MASS INDEX                 81            ARTICLE         1455
## 8  EUROPE                          80            AGED            1389
## 9  EDUCATION                       74            OBESITY         1124
## 10 PANEL DATA                      66            ADOLESCENT       846

Main Indicators: Publications, Authors, Countries (Graphical)

Cited references

Top 20 cited references (by corpus documents):

CR n
MUNDLAK, Y., ON THE POOLING OF TIME SERIES AND CROSS SECTION DATA (1978) ECONOMETRICA, 46 (1), PP. 69-85 118
MUNDLAK, Y., ON THE POOLING OF TIME SERIES AND CROSS SECTION DATA (1978) ECONOMETRICA, 46, PP. 69-85 101
FIRPO, S., FORTIN, N.M., LEMIEUX, T., UNCONDITIONAL QUANTILE REGRESSIONS (2009) ECONOMETRICA, 77 (3), PP. 953-973 86
WOOLDRIDGE, J.M., SIMPLE SOLUTIONS TO THE INITIAL CONDITIONS PROBLEM IN DYNAMIC, NONLINEAR PANEL DATA MODELS WITH UNOBSERVED HETEROGENEITY (2005) JOURNAL OF APPLIED ECONOMETRICS, 20 (1), PP. 39-54 58
ALKIRE, S., FOSTER, J., COUNTING AND MULTIDIMENSIONAL POVERTY MEASUREMENT (2011) JOURNAL OF PUBLIC ECONOMICS, 95 (7-8), PP. 476-487 54
RENEHAN, A.G., TYSON, M., EGGER, M., HELLER, R.F., ZWAHLEN, M., BODY-MASS INDEX AND INCIDENCE OF CANCER: A SYSTEMATIC REVIEW AND META-ANALYSIS OF PROSPECTIVE OBSERVATIONAL STUDIES (2008) LANCET, 371, PP. 569-578 54
HECKMAN, J.J., SAMPLE SELECTION BIAS AS A SPECIFICATION ERROR (1979) ECONOMETRICA, 47 (1), PP. 153-161 52
YAARI, M.E., THE DUAL THEORY OF CHOICE UNDER RISK (1987) ECONOMETRICA, 55, PP. 95-115 45
LEWIS, J., GENDER AND THE DEVELOPMENT OF WELFARE REGIMES (1992) JOURNAL OF EUROPEAN SOCIAL POLICY, 2 (3), PP. 159-173 42
FIRPO, S., FORTIN, N.M., LEMIEUX, T., UNCONDITIONAL QUANTILE REGRESSIONS (2009) ECONOMETRICA, 77, PP. 953-973 40
HECKMAN, J.J., SAMPLE SELECTION BIAS AS A SPECIFICATION ERROR (1979) ECONOMETRICA, 47, PP. 153-161 38
ALKIRE, S., SANTOS, M.E., MEASURING ACUTE POVERTY IN THE DEVELOPING WORLD: ROBUSTNESS AND SCOPE OF THE MULTIDIMENSIONAL POVERTY INDEX (2014) WORLD DEVELOPMENT, 59, PP. 251-274 37
PAKES, A., POLLARD, D., SIMULATION AND THE ASYMPTOTICS OF OPTIMIZATION ESTIMATORS (1989) ECONOMETRICA, 57 (5), PP. 1027-1057 37
OAXACA, R., MALE-FEMALE WAGE DIFFERENTIALS IN URBAN LABOR MARKETS (1973) INTERNATIONAL ECONOMIC REVIEW, 14 (3), PP. 693-709 36
TOWNSEND, P., DEPRIVATION (1987) J SOC POLICY, 16, PP. 125-146 34
KOENKER, R., BASSETT, G., REGRESSION QUANTILES (1978) ECONOMETRICA, 46, PP. 33-50 33
ALKIRE, S., FOSTER, J., COUNTING AND MULTIDIMENSIONAL POVERTY MEASUREMENT (2011) JOURNAL OF PUBLIC ECONOMICS, 95 (7), PP. 476-487 32
BLINDER, A.S., WAGE DISCRIMINATION: REDUCED FORM AND STRUCTURAL ESTIMATES (1973) JOURNAL OF HUMAN RESOURCES, 8 (4), PP. 436-455 32
GOLDIN, C., A GRAND GENDER CONVERGENCE: ITS LAST CHAPTER (2014) AMERICAN ECONOMIC REVIEW, 104 (4), PP. 1091-1119 32
PAKES, A., POLLARD, D., SIMULATION AND THE ASYMPTOTICS OF OPTIMIZATION ESTIMATORS (1989) ECONOMETRICA, 57, PP. 1027-1057 32

Additional analysis

Authors, Themes & Journals

Endnotes

All results are preliminary so far…